通过多源异构数据融合技术,对平台订单数据、园区摄像头热力图、小桔子 life 平台搜索数据(频率、点击率)等进行清洗与标准化处理(剔除异常订单、统一数据格式);采用回归分析算法构建价格弹性模型,识别不同客群对票价的敏感系数;运用时间序列分析与趋势预测算法,对 2019-2024 年游客数量、消费结构等数据进行长期趋势拟合;对游客个人信息(如身份标识、精准地理位置)进行匿名化处理,对摄像头热力图数据
Tourism is a basic engine of economic activity in each country and a sector in which new initiatives are constantly appearing. It is therefore of interest in many businesses, to know where tourists go
In 2022, Guruvayoor, a town in the south Indian state of Kerala, saw approximately 1.4 million domestic tourist arrivals. This was a decrease in contrast to 2019, when the number of domestic tourist v